ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k13_task2_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7554
• Qwk: 0.4614
• Mse: 0.7554
• Rmse: 0.8691

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0308	2	4.0644	-0.0242	4.0644	2.0160
No log	0.0615	4	2.4030	0.0367	2.4030	1.5502
No log	0.0923	6	1.4048	0.0353	1.4048	1.1852
No log	0.1231	8	1.3147	0.0141	1.3147	1.1466
No log	0.1538	10	0.9843	-0.0507	0.9843	0.9921
No log	0.1846	12	0.8311	0.0905	0.8311	0.9117
No log	0.2154	14	0.9032	-0.0211	0.9032	0.9504
No log	0.2462	16	1.3835	0.0644	1.3835	1.1762
No log	0.2769	18	1.4015	0.0644	1.4015	1.1838
No log	0.3077	20	1.0881	0.0312	1.0881	1.0431
No log	0.3385	22	0.9472	0.0199	0.9472	0.9733
No log	0.3692	24	0.8063	-0.0337	0.8063	0.8979
No log	0.4	26	0.6875	0.3530	0.6875	0.8291
No log	0.4308	28	0.6804	0.1960	0.6804	0.8249
No log	0.4615	30	0.6727	0.2053	0.6727	0.8202
No log	0.4923	32	0.6698	0.2880	0.6698	0.8184
No log	0.5231	34	0.7789	0.1125	0.7789	0.8825
No log	0.5538	36	0.8384	0.0651	0.8384	0.9157
No log	0.5846	38	0.9661	0.1053	0.9661	0.9829
No log	0.6154	40	0.9600	0.0818	0.9600	0.9798
No log	0.6462	42	0.9736	0.0761	0.9736	0.9867
No log	0.6769	44	0.8426	0.1904	0.8426	0.9180
No log	0.7077	46	0.8808	0.2368	0.8808	0.9385
No log	0.7385	48	1.1043	0.1999	1.1043	1.0508
No log	0.7692	50	0.9255	0.2531	0.9255	0.9620
No log	0.8	52	0.7291	0.3827	0.7291	0.8539
No log	0.8308	54	0.6374	0.4614	0.6374	0.7984
No log	0.8615	56	0.6026	0.4245	0.6026	0.7763
No log	0.8923	58	0.5940	0.4275	0.5940	0.7707
No log	0.9231	60	0.6302	0.4698	0.6302	0.7938
No log	0.9538	62	0.7120	0.4453	0.7120	0.8438
No log	0.9846	64	0.9779	0.2886	0.9779	0.9889
No log	1.0154	66	1.1145	0.2304	1.1145	1.0557
No log	1.0462	68	1.1255	0.2694	1.1255	1.0609
No log	1.0769	70	0.8103	0.3066	0.8103	0.9001
No log	1.1077	72	0.6510	0.3802	0.6510	0.8068
No log	1.1385	74	0.5734	0.3533	0.5734	0.7572
No log	1.1692	76	0.5757	0.3399	0.5757	0.7588
No log	1.2	78	0.6727	0.3326	0.6727	0.8202
No log	1.2308	80	0.7043	0.2627	0.7043	0.8392
No log	1.2615	82	0.6602	0.3406	0.6602	0.8125
No log	1.2923	84	0.6587	0.3406	0.6587	0.8116
No log	1.3231	86	0.7405	0.2492	0.7405	0.8605
No log	1.3538	88	0.7696	0.2288	0.7696	0.8772
No log	1.3846	90	0.7435	0.3070	0.7435	0.8623
No log	1.4154	92	0.7432	0.3183	0.7432	0.8621
No log	1.4462	94	0.6579	0.4237	0.6579	0.8111
No log	1.4769	96	0.7069	0.3754	0.7069	0.8407
No log	1.5077	98	1.1002	0.2444	1.1002	1.0489
No log	1.5385	100	1.3030	0.3023	1.3030	1.1415
No log	1.5692	102	0.9544	0.3166	0.9544	0.9769
No log	1.6	104	0.7109	0.4007	0.7109	0.8432
No log	1.6308	106	0.6397	0.5360	0.6397	0.7998
No log	1.6615	108	0.6360	0.5391	0.6360	0.7975
No log	1.6923	110	0.6462	0.5397	0.6462	0.8039
No log	1.7231	112	0.6345	0.5055	0.6345	0.7965
No log	1.7538	114	0.6335	0.5054	0.6335	0.7959
No log	1.7846	116	0.6193	0.4635	0.6193	0.7870
No log	1.8154	118	0.6846	0.5214	0.6846	0.8274
No log	1.8462	120	0.9515	0.3850	0.9515	0.9754
No log	1.8769	122	0.9639	0.4017	0.9639	0.9818
No log	1.9077	124	0.7732	0.4790	0.7732	0.8793
No log	1.9385	126	0.5983	0.5238	0.5983	0.7735
No log	1.9692	128	0.6632	0.4443	0.6632	0.8144
No log	2.0	130	0.6577	0.4158	0.6577	0.8110
No log	2.0308	132	0.5801	0.5154	0.5801	0.7617
No log	2.0615	134	0.6105	0.5436	0.6105	0.7813
No log	2.0923	136	0.6273	0.5150	0.6273	0.7920
No log	2.1231	138	0.5638	0.5838	0.5638	0.7509
No log	2.1538	140	0.6576	0.3842	0.6576	0.8109
No log	2.1846	142	0.9180	0.3756	0.9180	0.9581
No log	2.2154	144	1.0216	0.3193	1.0216	1.0107
No log	2.2462	146	0.8083	0.3410	0.8083	0.8991
No log	2.2769	148	0.6462	0.4903	0.6462	0.8038
No log	2.3077	150	0.6475	0.5415	0.6475	0.8047
No log	2.3385	152	0.6956	0.5217	0.6956	0.8340
No log	2.3692	154	0.6965	0.5050	0.6965	0.8346
No log	2.4	156	0.6484	0.5280	0.6484	0.8052
No log	2.4308	158	0.6727	0.4804	0.6727	0.8202
No log	2.4615	160	0.9132	0.3736	0.9132	0.9556
No log	2.4923	162	1.1256	0.3337	1.1256	1.0609
No log	2.5231	164	1.0210	0.3692	1.0210	1.0104
No log	2.5538	166	0.7166	0.4122	0.7166	0.8465
No log	2.5846	168	0.5913	0.5529	0.5913	0.7690
No log	2.6154	170	0.6899	0.4956	0.6899	0.8306
No log	2.6462	172	0.7125	0.4948	0.7125	0.8441
No log	2.6769	174	0.6412	0.5057	0.6412	0.8007
No log	2.7077	176	0.5901	0.5353	0.5901	0.7682
No log	2.7385	178	0.7594	0.4017	0.7594	0.8714
No log	2.7692	180	0.8800	0.3847	0.8800	0.9381
No log	2.8	182	0.7998	0.4260	0.7998	0.8943
No log	2.8308	184	0.7368	0.4524	0.7368	0.8584
No log	2.8615	186	0.6602	0.4982	0.6602	0.8125
No log	2.8923	188	0.6664	0.5015	0.6664	0.8163
No log	2.9231	190	0.6921	0.5322	0.6921	0.8319
No log	2.9538	192	0.7241	0.5	0.7241	0.8509
No log	2.9846	194	0.7491	0.4746	0.7491	0.8655
No log	3.0154	196	0.7478	0.4784	0.7478	0.8648
No log	3.0462	198	0.7458	0.4984	0.7458	0.8636
No log	3.0769	200	0.7699	0.4938	0.7699	0.8774
No log	3.1077	202	0.7925	0.4677	0.7925	0.8902
No log	3.1385	204	0.7343	0.4918	0.7343	0.8569
No log	3.1692	206	0.7190	0.4850	0.7190	0.8479
No log	3.2	208	0.7662	0.4605	0.7662	0.8753
No log	3.2308	210	0.7458	0.4609	0.7458	0.8636
No log	3.2615	212	0.7269	0.4479	0.7269	0.8526
No log	3.2923	214	0.7043	0.5337	0.7043	0.8392
No log	3.3231	216	0.7043	0.5170	0.7043	0.8392
No log	3.3538	218	0.7329	0.5158	0.7329	0.8561
No log	3.3846	220	0.7237	0.5310	0.7237	0.8507
No log	3.4154	222	0.7166	0.5447	0.7166	0.8465
No log	3.4462	224	0.6917	0.5457	0.6917	0.8317
No log	3.4769	226	0.6953	0.5206	0.6953	0.8339
No log	3.5077	228	0.6711	0.5354	0.6711	0.8192
No log	3.5385	230	0.6545	0.5657	0.6545	0.8090
No log	3.5692	232	0.6470	0.5689	0.6470	0.8043
No log	3.6	234	0.6769	0.5127	0.6769	0.8228
No log	3.6308	236	0.7566	0.4808	0.7566	0.8698
No log	3.6615	238	0.8515	0.4438	0.8515	0.9228
No log	3.6923	240	0.7986	0.4795	0.7986	0.8936
No log	3.7231	242	0.7231	0.5521	0.7231	0.8504
No log	3.7538	244	0.7343	0.5510	0.7343	0.8569
No log	3.7846	246	0.7319	0.5797	0.7319	0.8555
No log	3.8154	248	0.7887	0.5018	0.7887	0.8881
No log	3.8462	250	0.8601	0.4403	0.8601	0.9274
No log	3.8769	252	0.8471	0.4453	0.8471	0.9204
No log	3.9077	254	0.7742	0.4405	0.7742	0.8799
No log	3.9385	256	0.6558	0.5285	0.6558	0.8098
No log	3.9692	258	0.6013	0.6068	0.6013	0.7755
No log	4.0	260	0.5957	0.6099	0.5957	0.7718
No log	4.0308	262	0.6034	0.6084	0.6034	0.7768
No log	4.0615	264	0.6223	0.5449	0.6223	0.7889
No log	4.0923	266	0.6873	0.4735	0.6873	0.8291
No log	4.1231	268	0.7048	0.4735	0.7048	0.8395
No log	4.1538	270	0.7151	0.4730	0.7151	0.8456
No log	4.1846	272	0.7063	0.4594	0.7063	0.8404
No log	4.2154	274	0.7369	0.4571	0.7369	0.8584
No log	4.2462	276	0.7622	0.4706	0.7622	0.8730
No log	4.2769	278	0.7537	0.4729	0.7537	0.8682
No log	4.3077	280	0.7626	0.4868	0.7626	0.8733
No log	4.3385	282	0.7882	0.4915	0.7882	0.8878
No log	4.3692	284	0.7915	0.4636	0.7915	0.8897
No log	4.4	286	0.7887	0.4691	0.7887	0.8881
No log	4.4308	288	0.7772	0.4946	0.7772	0.8816
No log	4.4615	290	0.7587	0.4961	0.7587	0.8710
No log	4.4923	292	0.7493	0.5082	0.7493	0.8656
No log	4.5231	294	0.7646	0.4816	0.7646	0.8744
No log	4.5538	296	0.7941	0.4604	0.7941	0.8911
No log	4.5846	298	0.8061	0.4617	0.8061	0.8978
No log	4.6154	300	0.8179	0.4696	0.8179	0.9044
No log	4.6462	302	0.8194	0.4524	0.8194	0.9052
No log	4.6769	304	0.8265	0.4527	0.8265	0.9091
No log	4.7077	306	0.7668	0.5305	0.7668	0.8757
No log	4.7385	308	0.7528	0.4685	0.7528	0.8676
No log	4.7692	310	0.7460	0.4685	0.7460	0.8637
No log	4.8	312	0.7238	0.5746	0.7238	0.8507
No log	4.8308	314	0.7356	0.5006	0.7356	0.8577
No log	4.8615	316	0.7393	0.4889	0.7393	0.8598
No log	4.8923	318	0.7209	0.5060	0.7209	0.8490
No log	4.9231	320	0.6866	0.5161	0.6866	0.8286
No log	4.9538	322	0.6281	0.5242	0.6281	0.7925
No log	4.9846	324	0.6437	0.4744	0.6437	0.8023
No log	5.0154	326	0.6452	0.4935	0.6452	0.8032
No log	5.0462	328	0.6498	0.5813	0.6498	0.8061
No log	5.0769	330	0.7010	0.5231	0.7010	0.8373
No log	5.1077	332	0.7447	0.5171	0.7447	0.8630
No log	5.1385	334	0.7537	0.5237	0.7537	0.8681
No log	5.1692	336	0.7263	0.4967	0.7263	0.8523
No log	5.2	338	0.7244	0.5494	0.7244	0.8511
No log	5.2308	340	0.7265	0.5376	0.7265	0.8523
No log	5.2615	342	0.7083	0.5610	0.7083	0.8416
No log	5.2923	344	0.7248	0.5334	0.7248	0.8513
No log	5.3231	346	0.7346	0.5307	0.7346	0.8571
No log	5.3538	348	0.7134	0.5275	0.7134	0.8447
No log	5.3846	350	0.7014	0.5239	0.7014	0.8375
No log	5.4154	352	0.6914	0.5446	0.6914	0.8315
No log	5.4462	354	0.6852	0.5370	0.6852	0.8278
No log	5.4769	356	0.6861	0.5548	0.6861	0.8283
No log	5.5077	358	0.7227	0.5359	0.7227	0.8501
No log	5.5385	360	0.7718	0.4749	0.7718	0.8785
No log	5.5692	362	0.7659	0.5034	0.7659	0.8751
No log	5.6	364	0.7611	0.5017	0.7611	0.8724
No log	5.6308	366	0.7307	0.5186	0.7307	0.8548
No log	5.6615	368	0.6987	0.5285	0.6987	0.8359
No log	5.6923	370	0.6838	0.5561	0.6838	0.8269
No log	5.7231	372	0.6688	0.5518	0.6688	0.8178
No log	5.7538	374	0.6628	0.5472	0.6628	0.8141
No log	5.7846	376	0.6519	0.5394	0.6519	0.8074
No log	5.8154	378	0.6545	0.5457	0.6545	0.8090
No log	5.8462	380	0.6744	0.5473	0.6744	0.8212
No log	5.8769	382	0.7293	0.5219	0.7293	0.8540
No log	5.9077	384	0.7553	0.4847	0.7553	0.8691
No log	5.9385	386	0.7521	0.4928	0.7521	0.8672
No log	5.9692	388	0.7064	0.5531	0.7064	0.8405
No log	6.0	390	0.6801	0.5771	0.6801	0.8247
No log	6.0308	392	0.6586	0.5624	0.6586	0.8115
No log	6.0615	394	0.6297	0.5871	0.6297	0.7935
No log	6.0923	396	0.6131	0.5817	0.6131	0.7830
No log	6.1231	398	0.6117	0.5870	0.6117	0.7821
No log	6.1538	400	0.6234	0.5849	0.6234	0.7895
No log	6.1846	402	0.6271	0.5865	0.6271	0.7919
No log	6.2154	404	0.6291	0.5813	0.6291	0.7931
No log	6.2462	406	0.6438	0.5701	0.6438	0.8024
No log	6.2769	408	0.6574	0.5689	0.6574	0.8108
No log	6.3077	410	0.6785	0.5637	0.6785	0.8237
No log	6.3385	412	0.7155	0.4861	0.7155	0.8459
No log	6.3692	414	0.7427	0.4711	0.7427	0.8618
No log	6.4	416	0.7322	0.4722	0.7322	0.8557
No log	6.4308	418	0.7100	0.5046	0.7100	0.8426
No log	6.4615	420	0.6933	0.5818	0.6933	0.8327
No log	6.4923	422	0.7000	0.5115	0.7000	0.8367
No log	6.5231	424	0.7057	0.4930	0.7057	0.8401
No log	6.5538	426	0.6979	0.5277	0.6979	0.8354
No log	6.5846	428	0.7072	0.5249	0.7072	0.8409
No log	6.6154	430	0.7453	0.4571	0.7453	0.8633
No log	6.6462	432	0.7740	0.4416	0.7740	0.8798
No log	6.6769	434	0.7816	0.4341	0.7816	0.8841
No log	6.7077	436	0.7440	0.4709	0.7440	0.8625
No log	6.7385	438	0.7020	0.5437	0.7020	0.8378
No log	6.7692	440	0.6797	0.4967	0.6797	0.8245
No log	6.8	442	0.6899	0.5444	0.6899	0.8306
No log	6.8308	444	0.6939	0.5294	0.6939	0.8330
No log	6.8615	446	0.6876	0.5105	0.6876	0.8292
No log	6.8923	448	0.7058	0.5638	0.7058	0.8401
No log	6.9231	450	0.7457	0.4642	0.7457	0.8635
No log	6.9538	452	0.7597	0.4698	0.7597	0.8716
No log	6.9846	454	0.7502	0.4779	0.7502	0.8662
No log	7.0154	456	0.7216	0.5172	0.7216	0.8495
No log	7.0462	458	0.7046	0.5638	0.7046	0.8394
No log	7.0769	460	0.7032	0.5485	0.7032	0.8386
No log	7.1077	462	0.6949	0.5425	0.6949	0.8336
No log	7.1385	464	0.6934	0.5425	0.6934	0.8327
No log	7.1692	466	0.6897	0.5344	0.6897	0.8305
No log	7.2	468	0.6809	0.5358	0.6809	0.8252
No log	7.2308	470	0.6738	0.5235	0.6738	0.8208
No log	7.2615	472	0.6814	0.5006	0.6814	0.8255
No log	7.2923	474	0.6778	0.5264	0.6778	0.8233
No log	7.3231	476	0.6694	0.5141	0.6694	0.8182
No log	7.3538	478	0.6825	0.4963	0.6825	0.8261
No log	7.3846	480	0.7180	0.4811	0.7180	0.8474
No log	7.4154	482	0.7904	0.4533	0.7904	0.8891
No log	7.4462	484	0.8584	0.4154	0.8584	0.9265
No log	7.4769	486	0.8900	0.4154	0.8900	0.9434
No log	7.5077	488	0.8796	0.4247	0.8796	0.9378
No log	7.5385	490	0.8261	0.4524	0.8261	0.9089
No log	7.5692	492	0.7713	0.4690	0.7713	0.8783
No log	7.6	494	0.7560	0.4976	0.7560	0.8695
No log	7.6308	496	0.7544	0.4985	0.7544	0.8685
No log	7.6615	498	0.7632	0.4976	0.7632	0.8736
0.4685	7.6923	500	0.7647	0.4825	0.7647	0.8744
0.4685	7.7231	502	0.7520	0.4838	0.7520	0.8672
0.4685	7.7538	504	0.7562	0.4831	0.7562	0.8696
0.4685	7.7846	506	0.7462	0.4779	0.7462	0.8638
0.4685	7.8154	508	0.7325	0.4857	0.7325	0.8558
0.4685	7.8462	510	0.7344	0.5003	0.7344	0.8570
0.4685	7.8769	512	0.7457	0.5003	0.7457	0.8636
0.4685	7.9077	514	0.7584	0.4825	0.7584	0.8709
0.4685	7.9385	516	0.7489	0.5128	0.7489	0.8654
0.4685	7.9692	518	0.7176	0.5290	0.7176	0.8471
0.4685	8.0	520	0.6780	0.5454	0.6780	0.8234
0.4685	8.0308	522	0.6567	0.5269	0.6567	0.8104
0.4685	8.0615	524	0.6504	0.5563	0.6504	0.8065
0.4685	8.0923	526	0.6501	0.5563	0.6501	0.8063
0.4685	8.1231	528	0.6658	0.5469	0.6658	0.8160
0.4685	8.1538	530	0.6829	0.5514	0.6829	0.8264
0.4685	8.1846	532	0.6841	0.5514	0.6841	0.8271
0.4685	8.2154	534	0.6810	0.5514	0.6810	0.8252
0.4685	8.2462	536	0.6730	0.5514	0.6730	0.8204
0.4685	8.2769	538	0.6690	0.5514	0.6690	0.8179
0.4685	8.3077	540	0.6758	0.5514	0.6758	0.8221
0.4685	8.3385	542	0.6895	0.5514	0.6895	0.8304
0.4685	8.3692	544	0.6838	0.5514	0.6838	0.8269
0.4685	8.4	546	0.6910	0.5514	0.6910	0.8313
0.4685	8.4308	548	0.7055	0.5498	0.7055	0.8400
0.4685	8.4615	550	0.7186	0.5349	0.7186	0.8477
0.4685	8.4923	552	0.7246	0.5278	0.7246	0.8512
0.4685	8.5231	554	0.7275	0.5278	0.7275	0.8529
0.4685	8.5538	556	0.7356	0.5278	0.7356	0.8577
0.4685	8.5846	558	0.7470	0.4994	0.7470	0.8643
0.4685	8.6154	560	0.7444	0.4994	0.7444	0.8628
0.4685	8.6462	562	0.7480	0.4921	0.7480	0.8649
0.4685	8.6769	564	0.7447	0.4921	0.7447	0.8629
0.4685	8.7077	566	0.7484	0.4847	0.7484	0.8651
0.4685	8.7385	568	0.7471	0.4556	0.7471	0.8644
0.4685	8.7692	570	0.7370	0.4556	0.7370	0.8585
0.4685	8.8	572	0.7233	0.4838	0.7233	0.8504
0.4685	8.8308	574	0.7221	0.4779	0.7221	0.8497
0.4685	8.8615	576	0.7196	0.4779	0.7196	0.8483
0.4685	8.8923	578	0.7189	0.4779	0.7189	0.8479
0.4685	8.9231	580	0.7189	0.4779	0.7189	0.8479
0.4685	8.9538	582	0.7231	0.4559	0.7231	0.8504
0.4685	8.9846	584	0.7217	0.4559	0.7217	0.8495
0.4685	9.0154	586	0.7105	0.4924	0.7105	0.8429
0.4685	9.0462	588	0.7051	0.5153	0.7051	0.8397
0.4685	9.0769	590	0.6950	0.5091	0.6950	0.8337
0.4685	9.1077	592	0.6890	0.5091	0.6890	0.8301
0.4685	9.1385	594	0.6870	0.5170	0.6870	0.8288
0.4685	9.1692	596	0.6888	0.5091	0.6888	0.8299
0.4685	9.2	598	0.6953	0.5153	0.6953	0.8338
0.4685	9.2308	600	0.7008	0.5153	0.7008	0.8371
0.4685	9.2615	602	0.7011	0.5153	0.7011	0.8373
0.4685	9.2923	604	0.6997	0.5153	0.6997	0.8365
0.4685	9.3231	606	0.6993	0.5153	0.6993	0.8362
0.4685	9.3538	608	0.6995	0.5153	0.6995	0.8364
0.4685	9.3846	610	0.6976	0.5153	0.6976	0.8352
0.4685	9.4154	612	0.6954	0.5153	0.6954	0.8339
0.4685	9.4462	614	0.6964	0.5003	0.6964	0.8345
0.4685	9.4769	616	0.7005	0.5003	0.7005	0.8370
0.4685	9.5077	618	0.7076	0.4924	0.7076	0.8412
0.4685	9.5385	620	0.7173	0.4924	0.7173	0.8469
0.4685	9.5692	622	0.7257	0.4976	0.7257	0.8519
0.4685	9.6	624	0.7347	0.4614	0.7347	0.8571
0.4685	9.6308	626	0.7421	0.4614	0.7421	0.8615
0.4685	9.6615	628	0.7502	0.4614	0.7502	0.8661
0.4685	9.6923	630	0.7572	0.4614	0.7572	0.8702
0.4685	9.7231	632	0.7588	0.4614	0.7588	0.8711
0.4685	9.7538	634	0.7611	0.4614	0.7611	0.8724
0.4685	9.7846	636	0.7616	0.4614	0.7616	0.8727
0.4685	9.8154	638	0.7596	0.4614	0.7596	0.8715
0.4685	9.8462	640	0.7588	0.4614	0.7588	0.8711
0.4685	9.8769	642	0.7586	0.4614	0.7586	0.8710
0.4685	9.9077	644	0.7573	0.4614	0.7573	0.8702
0.4685	9.9385	646	0.7561	0.4614	0.7561	0.8696
0.4685	9.9692	648	0.7556	0.4614	0.7556	0.8692
0.4685	10.0	650	0.7554	0.4614	0.7554	0.8691

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1